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Publications about 'scheduling'


Thesis

  1. Paul-Antoine Arras. Scheduling of dynamic streaming applications on hybrid embedded MPSoCs comprising programmable computing units and hardware accelerators. Theses, Université de Bordeaux, February 2015. [WWW] Keyword(s): streaming, dataflow, scheduling, embedded systems, hybrid architectures, execution model, heterogeneous architectures.
    @phdthesis{arras:tel-01118687,
    TITLE = {{Scheduling of dynamic streaming applications on hybrid embedded MPSoCs comprising programmable computing units and hardware accelerators}},
    AUTHOR = {Arras, Paul-Antoine},
    URL = {https://tel.archives-ouvertes.fr/tel-01118687},
    SCHOOL = {{Universit{\'e} de Bordeaux}},
    YEAR = {2015},
    MONTH = Feb,
    KEYWORDS = {streaming, dataflow, scheduling, embedded systems, hybrid architectures, execution model, heterogeneous architectures},
    TYPE = {Theses},
    HAL_ID = {tel-01118687},
    HAL_VERSION = {v1},
    
    }
    


  2. Cédric Augonnet. Scheduling Tasks over Multicore machines enhanced with Accelerators: a Runtime System's Perspective. PhD thesis, Université Bordeaux 1, 351 cours de la Libération --- 33405 TALENCE cedex, December 2011. [WWW] Keyword(s): StarPU.
    @PhDThesis{ Aug11Thesis,
    author = {C\'edric Augonnet},
    title = {{Scheduling Tasks over Multicore machines enhanced with Accelerators: a Runtime System's Perspective}},
    school = {{Universit{\'e} Bordeaux 1}},
    address = {351 cours de la Lib{\'e}ration --- 33405 TALENCE cedex},
    year = 2011,
    month = DEC,
    url = {http://tel.archives-ouvertes.fr/tel-00777154},
    keywords = {StarPU} 
    }
    


Articles in journal or book chapters

  1. Paul-Antoine Arras, Didier Fuin, Emmanuel Jeannot, Arthur Stoutchinin, and Samuel Thibault. List Scheduling in Embedded Systems Under Memory Constraints. International Journal of Parallel Programming, pp 0, November 2014. [WWW] [doi:10.1007/s10766-014-0338-1] Keyword(s): Task graphs, Scheduling, Memory, System on chip, Video decoding.
    @article{arras:hal-01087067,
    TITLE = {{List Scheduling in Embedded Systems Under Memory Constraints}},
    AUTHOR = {Arras, Paul-Antoine and Fuin, Didier and Jeannot, Emmanuel and Stoutchinin, Arthur and Thibault, Samuel},
    URL = {https://hal.inria.fr/hal-01087067},
    JOURNAL = {{International Journal of Parallel Programming}},
    PUBLISHER = {{Springer Verlag (Germany)}},
    PAGES = {0},
    YEAR = {2014},
    MONTH = Nov,
    DOI = {10.1007/s10766-014-0338-1},
    KEYWORDS = {Task graphs, Scheduling, Memory, System on chip, Video decoding},
    HAL_ID = {hal-01087067},
    HAL_VERSION = {v1},
    
    }
    


  2. Cédric Augonnet, Samuel Thibault, Raymond Namyst, and Pierre-André Wacrenier. StarPU: A Unified Platform for Task Scheduling on Heterogeneous Multicore Architectures. Concurrency and Computation: Practice and Experience, Special Issue: Euro-Par 2009, 23:187-198, February 2011. [WWW] [doi:10.1002/cpe.1631] Keyword(s): StarPU.
    @Article{ AugThiNamWac11CCPE,
    author = {C{\'e}dric Augonnet and Samuel Thibault and Raymond Namyst and Pierre-Andr{\'e} Wacrenier},
    title = {{StarPU: A Unified Platform for Task Scheduling on Heterogeneous Multicore Architectures}},
    journal = {Concurrency and Computation: Practice and Experience, Special Issue: Euro-Par 2009},
    volume = 23,
    issue = 2,
    pages = {187--198},
    year = 2011,
    month = FEB,
    publisher = {John Wiley & Sons, Ltd.},
    doi = {10.1002/cpe.1631},
    url = {http://hal.inria.fr/inria-00550877},
    keywords = {StarPU} 
    }
    


  3. Y. Caniou and E. Jeannot. Multi-Criteria Scheduling Heuristics for GridRPC Systems. International Journal of High Performance Computing Applications, 20(1):61-76, spring 2006.
    @Article{ cj06a,
    author = {Caniou, Y. and Jeannot, E.},
    title = "{Multi-Criteria Scheduling Heuristics for GridRPC Systems}",
    journal = "{International Journal of High Performance Computing Applications}",
    volume = 20,
    number = 1,
    month = {spring},
    pages = {61--76},
    year = 2006 
    }
    


  4. J. Cohen, E. Jeannot, N. Padoy, and F. Wagner. Message Scheduling for Parallel Data Redistribution between Clusters. IEEE Transactions on Parallel and Distributed Systems, 17(10):1163-1175, October 2006.
    @Article{ cjpw06,
    author = {Cohen, J. and Jeannot, E. and Padoy, N. and Wagner, F.},
    title = "{Message Scheduling for Parallel Data Redistribution between Clusters}",
    journal = ieeetpds,
    year = 2006,
    volume = {17},
    number = {10},
    pages = {1163--1175},
    month = oct 
    }
    


  5. E. Jeannot and F. Wagner. Scheduling Messages for Data Redistribution: an Experimental Study. International Journal of High Performance Computing Applications, 20(4):443-454, November 2006.
    @Article{ jw06b,
    author = {Jeannot, E. and Wagner, F.},
    title = {Scheduling Messages for Data Redistribution: an Experimental Study},
    journal = {International Journal of High Performance Computing Applications},
    year = {2006},
    volume = {20},
    number = {4},
    pages = {443--454},
    month = nov 
    }
    


  6. Jeremy Cohen, Nathalie Furmento, Gary Kong, Anthony Mayer, Steven Newhouse, and John Darlington. RealityGrid: An Integrated Approach to Middleware through ICENI. Philosophical Transactions: Mathematical, Physical and Engineering Sciences, 363(1833):1817-1827, August 2005. [WWW]
    @Article{CFKMND05a,
    author = {Jeremy Cohen and Nathalie Furmento and Gary Kong and Anthony Mayer and Steven Newhouse and John Darlington},
    title = {{RealityGrid: An Integrated Approach to Middleware through ICENI}},
    journal = {Philosophical Transactions: Mathematical, Physical and Engineering Sciences},
    volume = 363,
    number = 1833,
    month = aug,
    year = 2005,
    projects = {Reality Grid},
    pages = {1817-1827},
    url = {http://dx.doi.org/10.1098/rsta.2005.1609},
    abstract = {The advancement of modelling and simulation within complex scientific applications is currently constrained by the rate at which knowledge can be extracted from the data produced. As Grid computing evolves, new means of increasing the efficiency of data analysis are being explored. RealityGrid aims to enable more efficient use of scientific computing resources within the condensed matter, materials and biological science communities. The Imperial College e-Science Networked Infrastructure (ICENI) Grid middleware provides an end-to-end pipeline that simplifies the stages of computation, simulation and collaboration. The intention of this work is to allow all scientists to have access to these features without the need for heroic efforts that have been associated with this sort of work in the past. Scientists can utilise advanced scheduling mechanisms to ensure efficient planning of computations, visualize and interactively steer simulations and securely collaborate with colleagues via the Access Grid through a single integrated middleware application.} 
    }
    


  7. Steve McGough, Ali Afzal, John Darlington, Nathalie Furmento, Anthony Mayer, and Laurie Young. Making the Grid Predictable through Reservations and Performance Modelling. The Computer Journal, 48(3):358-368, 2005. [WWW] Keyword(s): ICENI, Scheduling, Performance.
    @Article{MADFMY05a,
    author = {Steve McGough and Ali Afzal and John Darlington and Nathalie Furmento and Anthony Mayer and Laurie Young},
    editor = {Nigel Thomas},
    title = {{Making the Grid Predictable through Reservations and Performance Modelling}},
    journal = {The Computer Journal},
    year = 2005,
    volume = 48,
    number = 3,
    pages = {358-368},
    url = {http://dx.doi.org/10.1093/comjnl/bxh091},
    abstract = {Unpredictable job execution environments pose a significant barrier to the widespread adoption of the Grid paradigm, because of the innate risk of jobs failing to execute at the time specified by the user. We demonstrate that predictability can be enhanced with a supporting infrastructure consisting of three parts: Performance modelling and monitoring, scheduling which exploits application structure and an advanced reservation resource management service. We prove theoretically that execution times using advanced reservations display less variance than those without. We also show that the costs of advanced reservations can be reduced by providing the system with more accurate performance models. Following the theoretical discussion, we describe the implementation of a fully functional workflow enactment framework that supports advanced reservations and performance modelling thereby providing predictable execution behavior. We further provide experimental results confirming our theoretical models.},
    projects = {ICENI},
    keywords = {ICENI,Scheduling,Performance} 
    }
    


  8. Anthony Mayer, Steve McGough, Nathalie Furmento, Jeremy Cohen, Murtaza Gulamali, Laurie Young, Ali Afzal, Steven Newhouse, and John Darlington. Component Models and Systems for Grid Applications, volume 1 of CoreGRID series, chapter ICENI: An Integrated Grid Middleware to Support e-Science, pages 109-124. Springer, June 2004. [WWW] Keyword(s): Components, Grid Middleware, ICENI, Scheduling, Performance, Service Oriented Architecture.
    @InBook{MMFCGYAND04a,
    author = {Anthony Mayer and Steve McGough and Nathalie Furmento and Jeremy Cohen and Murtaza Gulamali and Laurie Young and Ali Afzal and Steven Newhouse and John Darlington},
    editor = {V. Getov and T. Kielmann},
    title = {{Component Models and Systems for Grid Applications}},
    chapter = {{ICENI: An Integrated Grid Middleware to Support e-Science}},
    publisher = {Springer},
    year = 2004,
    volume = 1,
    series = {CoreGRID series},
    month = jun,
    pages = {109-124},
    abstract = {Scientists now have a greater desire to undertake work within global collaborations. This increases their dependence on distributed computation, storage and data resources. For this new paradigm of e-research to be easily adopted by the applied science community, it needs to be enabled by a new software infrastructure - Grid middleware. In this paper, we describe ICENI, an integrated Grid middleware that explores the services and meta-data necessary to support e-research within a variety of application domains. We focus on the services that we feel are necessary to facilitate Grid use, ranging from running a simple self contained application through to building a simulation from scientific software components distributed across a Grid, selecting the optimal combination of services to enact the simulation and paying for them on demand.
    Keywords: Grid Middleware, OGSA, Component Programming Model, e-Science, Scheduling, Performance, Advanced Reservations, Meta-data.}, projects = {GENIE,ICENI,Reality Grid}, keywords = {Components,Grid Middleware,ICENI,Scheduling,Performance,Service Oriented Architecture}, url = {http://www.springeronline.com/alert/article?a=0_b_38b3_3efsnr_6} }


  9. Michel Cosnard, Emmanuel Jeannot, and Tao Yang. Compact Dag Representation and its Symbolic Scheduling. Journal of Parallel and Distributed Computing, 64(8):921 - 935, August 2004.
    @Article{ cjy04,
    author = {Cosnard, Michel and Jeannot, Emmanuel and Yang, Tao},
    title = "{Compact Dag Representation and its Symbolic Scheduling}",
    journal = "{Journal of Parallel and Distributed Computing}",
    year = 2004,
    volume = 64,
    number = 8,
    pages = {921 -- 935},
    month = aug 
    }
    


  10. M. Cosnard and E. Jeannot. Automatic Parallelization Techniques Based on Compact DAG Extraction and Symbolic Scheduling. Parallel Processing Letters, 11(1):151-168, 2001.
    @Article{ cj01b,
    author = {M.~Cosnard and E.~Jeannot},
    title = "{Automatic Parallelization Techniques Based on Compact DAG Extraction and Symbolic Scheduling}",
    journal = ppl,
    year = 2001,
    volume = 11,
    number = 1,
    pages = {151--168} 
    }
    


  11. Michel Cosnard, Emmanuel Jeannot, and Tao Yang. Symbolic Scheduling of Parameterized Task Graphs on Parallel Machines. In Leonidas S. Pitsoulis and Panos M. Pardalos, editors, Nonlinear Assignment Problems: Algorithms and Applications. Kluwer Academic Publishers, November 2000. Note: ISBN 0-7923-6646-8.
    @InCollection{ cjy00,
    author = {Cosnard, Michel and Jeannot, Emmanuel and Yang, Tao},
    editor = {Leonidas S. Pitsoulis and Panos M. Pardalos},
    booktitle = "{Nonlinear Assignment Problems: Algorithms and Applications}",
    title = "{Symbolic Scheduling of Parameterized Task Graphs on Parallel Machines}",
    publisher = {Kluwer Academic Publishers},
    year = 2000,
    note = {ISBN 0-7923-6646-8},
    month = nov 
    }
    


  12. M. Cosnard and E. Jeannot. Compact DAG Representation and Its Dynamic Scheduling. Journal of Parallel and Distributed Computing, 58(3):487-514, September 1999.
    @Article{ cj99a,
    author = "M.~Cosnard and E.~Jeannot",
    title = "{Compact DAG Representation and Its Dynamic Scheduling}",
    journal = {Journal of Parallel and Distributed Computing},
    year = 1999,
    volume = 58,
    number = 3,
    pages = {487--514},
    month = sep 
    }
    


Conference articles

  1. Emmanuel Agullo, Olivier Beaumont, Lionel Eyraud-Dubois, and Suraj Kumar. Are Static Schedules so Bad ? A Case Study on Cholesky Factorization. In IPDPS'16, Proceedings of the 30th IEEE International Parallel & Distributed Processing Symposium, IPDPS'16, Chicago, IL, United States, May 2016. IEEE. [WWW] [PDF] Keyword(s): StarPU, Cholesky, Accelerators, Heterogeneous Systems, Runtime Systems, Scheduling, Unrelated Machines.
    @inproceedings{agullo:hal-01223573,
    TITLE = {{Are Static Schedules so Bad ? A Case Study on Cholesky Factorization}},
    AUTHOR = {Agullo, Emmanuel and Beaumont, Olivier and Eyraud-Dubois, Lionel and Kumar, Suraj},
    URL = {https://hal.inria.fr/hal-01223573},
    BOOKTITLE = {{IPDPS'16}},
    ADDRESS = {Chicago, IL, United States},
    PUBLISHER = {{IEEE}},
    SERIES = {Proceedings of the 30th IEEE International Parallel \& Distributed Processing Symposium, IPDPS'16},
    YEAR = {2016},
    MONTH = May,
    KEYWORDS = {StarPU ; Cholesky ; Accelerators ; Heterogeneous Systems ; Runtime Systems ; Scheduling ; Unrelated Machines},
    PDF = {https://hal.inria.fr/hal-01223573/file/heteroprioCameraReady-ieeeCompatiable.pdf},
    HAL_ID = {hal-01223573},
    HAL_VERSION = {v2},
    
    }
    


  2. Paul-Antoine Arras, Didier Fuin, Emmanuel Jeannot, and Samuel Thibault. DKPN: A Composite Dataflow/Kahn Process Networks Execution Model. In 24th Euromicro International Conference on Parallel, Distributed and Network-based processing, Heraklion Crete, Greece, February 2016. [WWW] Keyword(s): streaming, dataflow, scheduling, embedded systems, hybrid architectures, execution model, heterogeneous architectures.
    @inproceedings{arras:hal-01234333,
    TITLE = {{DKPN: A Composite Dataflow/Kahn Process Networks Execution Model}},
    AUTHOR = {Arras, Paul-Antoine and Fuin, Didier and Jeannot, Emmanuel and Thibault, Samuel},
    URL = {https://hal.inria.fr/hal-01234333},
    BOOKTITLE = {{24th Euromicro International Conference on Parallel, Distributed and Network-based processing}},
    ADDRESS = {Heraklion Crete, Greece},
    YEAR = {2016},
    MONTH = Feb,
    HAL_ID = {hal-01234333},
    HAL_VERSION = {v1},
    keywords = {streaming, dataflow, scheduling, embedded systems, hybrid architectures, execution model, heterogeneous architectures},
    
    }
    


  3. Olivier Beaumont, Terry Cojean, Lionel Eyraud-Dubois, Abdou Guermouche, and Suraj Kumar. Scheduling of Linear Algebra Kernels on Multiple Heterogeneous Resources. In International Conference on High Performance Computing, Data, and Analytics (HiPC), Hyderabad, India, December 2016. [WWW] [PDF] Keyword(s): STARPU, Scheduling, Linear Algebra, Heterogeneous Platforms, Task-based Scheduling, Cholesky Factorization, Simulation, Resource Aggregation.
    @inproceedings{beaumont:hal-01361992,
    TITLE = {{Scheduling of Linear Algebra Kernels on Multiple Heterogeneous Resources}},
    AUTHOR = {Beaumont, Olivier and Cojean, Terry and Eyraud-Dubois, Lionel and Guermouche, Abdou and Kumar, Suraj},
    URL = {https://hal.inria.fr/hal-01361992},
    BOOKTITLE = {{International Conference on High Performance Computing, Data, and Analytics (HiPC)}},
    ADDRESS = {Hyderabad, India},
    YEAR = {2016},
    MONTH = Dec,
    KEYWORDS = {STARPU ; Scheduling ; Linear Algebra ; Heterogeneous Platforms ; Task-based Scheduling ; Cholesky Factorization ; Simulation ; Resource Aggregation},
    PDF = {https://hal.inria.fr/hal-01361992/file/HeteroPrioMultiResource.pdf},
    HAL_ID = {hal-01361992},
    HAL_VERSION = {v1},
    
    }
    


  4. Emmanuel Agullo, Olivier Beaumont, Lionel Eyraud-Dubois, Julien Herrmann, Suraj Kumar, Loris Marchal, and Samuel Thibault. Bridging the Gap between Performance and Bounds of Cholesky Factorization on Heterogeneous Platforms. In Heterogeneity in Computing Workshop 2015, Hyderabad, India, May 2015. [WWW] Keyword(s): StarPU, Simgrid, Dynamic Schedulers, Resource Allocation, Scheduling, Heterogeneous Resources, Dense Linear Algebra, Simulation, Cholesky Factorization.
    @inproceedings{agullo:hal-01120507,
    TITLE = {{Bridging the Gap between Performance and Bounds of Cholesky Factorization on Heterogeneous Platforms}},
    AUTHOR = {Agullo, Emmanuel and Beaumont, Olivier and Eyraud-Dubois, Lionel and Herrmann, Julien and Kumar, Suraj and Marchal, Loris and Thibault, Samuel},
    URL = {https://hal.inria.fr/hal-01120507},
    BOOKTITLE = {{Heterogeneity in Computing Workshop 2015}},
    ADDRESS = {Hyderabad, India},
    YEAR = {2015},
    MONTH = May,
    KEYWORDS = { StarPU, Simgrid, Dynamic Schedulers , Resource Allocation , Scheduling , Heterogeneous Resources , Dense Linear Algebra , Simulation , Cholesky Factorization},
    HAL_ID = {hal-01120507},
    HAL_VERSION = {v1},
    
    }
    


  5. Vìctor Martìnez, David Michéa, Fabrice Dupros, Olivier Aumage, Samuel Thibault, Hideo Aochi, and Philippe Olivier Alexandre Navaux. Towards seismic wave modeling on heterogeneous many-core architectures using task-based runtime system. In 27th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), Florianopolis, Brazil, October 2015. [WWW] [PDF] Keyword(s): StarPU, scheduling.
    @inproceedings{MaMiDuAuThiAoNa15,
    TITLE = {{Towards seismic wave modeling on heterogeneous many-core architectures using task-based runtime system}},
    AUTHOR = {Mart{\'i}nez, V{\'i}ctor and Mich{\'e}a, David and Dupros, Fabrice and Aumage, Olivier and Thibault, Samuel and Aochi, Hideo and Navaux, Philippe Olivier Alexandre},
    URL = {https://hal.inria.fr/hal-01182746},
    PDF = {https://hal.inria.fr/hal-01182746/file/sbac2015_soumission.pdf},
    BOOKTITLE = {{27th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)}},
    ADDRESS = {Florianopolis, Brazil},
    YEAR = {2015},
    MONTH = Oct,
    keywords = {StarPU, scheduling},
    HAL_ID = {hal-01182746},
    HAL_VERSION = {v1},
    
    }
    


  6. Paul-Antoine Arras, Didier Fuin, Emmanuel Jeannot, Arthur Stoutchinin, and Samuel Thibault. List Scheduling in Embedded Systems under Memory Constraints. In Juan Guerrero, editor, SBAC-PAD'2013 - 25th International Symposium on Computer Architecture and High-Performance Computing, Porto de Galinhas, Brésil, October 2013. Federal University of Pernambuco & Federal University of Minas Gerais, IEEE Computer Society. [WWW] [PDF] Keyword(s): Task graphs, scheduling, memory, system on chip, video decoding.
    @inproceedings{arras:hal-00906117,
    hal_id = {hal-00906117},
    url = {http://hal.inria.fr/hal-00906117},
    title = {{List Scheduling in Embedded Systems under Memory Constraints}},
    author = {Paul-Antoine Arras and Didier Fuin and Emmanuel Jeannot and Arthur Stoutchinin and Samuel Thibault},
    abstract = {{Video decoding and image processing in embedded systems are subject to strong resource constraints, particularly in terms of memory. List-scheduling heuristics with static priorities (HEFT, SDC, etc.) being the oft-cited solutions due to both their good performance and their low complexity, we propose a method aimed at introducing the notion of memory into them. Moreover, we show that through appropriate adjustment of task priorities and judicious resort to insertion-based policy, speedups up to 20\\% can be achieved. Lastly, we show that our technique allows to prevent deadlock and to substantially reduce the required memory footprint compared to classic list-scheduling heuristics.}},
    keywords = {Task graphs, scheduling, memory, system on chip, video decoding},
    language = {Anglais},
    affiliation = {RUNTIME - INRIA Bordeaux - Sud-Ouest , STMicroelectronics (Grenoble) - ST-GRENOBLE , Laboratoire Bordelais de Recherche en Informatique - LaBRI},
    booktitle = {{SBAC-PAD'2013 - 25th International Symposium on Computer Architecture and High-Performance Computing}},
    publisher = {IEEE Computer Society},
    address = {Porto de Galinhas, Br{\'e}sil},
    organization = {Federal University of Pernambuco \& Federal University of Minas Gerais},
    editor = {Juan Guerrero },
    audience = {internationale },
    year = {2013},
    month = Oct,
    pdf = {http://hal.inria.fr/hal-00906117/PDF/sbac13\_checked\_by\_PDF\_eXpress\_.pdf},
    
    }
    


  7. Cédric Augonnet, Jérôme Clet-Ortega, Samuel Thibault, and Raymond Namyst. Data-Aware Task Scheduling on Multi-Accelerator based Platforms. In The 16th International Conference on Parallel and Distributed Systems (ICPADS), Shanghai, China, December 2010. [WWW] [doi:10.1109/ICPADS.2010.129] Keyword(s): StarPU.
    @InProceedings{AugCleThiNam10ICPADS,
    author = {C\'edric Augonnet and J\'er\^ome Clet-Ortega and Samuel Thibault and Raymond Namyst},
    title = {{Data-Aware Task Scheduling on Multi-Accelerator based Platforms}},
    booktitle = {The 16th International Conference on Parallel and Distributed Systems (ICPADS)},
    year = {2010},
    address = {Shanghai, China},
    month = DEC,
    keywords = {StarPU},
    doi = {10.1109/ICPADS.2010.129},
    url = {http://hal.inria.fr/inria-00523937},
    
    }
    


  8. Cédric Augonnet, Samuel Thibault, Raymond Namyst, and Pierre-André Wacrenier. StarPU: A Unified Platform for Task Scheduling on Heterogeneous Multicore Architectures. In Proceedings of the 15th International Euro-Par Conference, volume 5704 of Lecture Notes in Computer Science, Delft, The Netherlands, pages 863-874, August 2009. Springer. [WWW] [doi:10.1007/978-3-642-03869-3_80] Keyword(s): StarPU.
    @inproceedings{AugThiNamWac09Europar,
    author = {C{\'e}dric Augonnet and Samuel Thibault and Raymond Namyst and Pierre-Andr{\'e} Wacrenier},
    title = {{StarPU: A Unified Platform for Task Scheduling on Heterogeneous Multicore Architectures}},
    booktitle = {Proceedings of the 15th International Euro-Par Conference},
    year = 2009,
    publisher = {Springer},
    series = {Lecture Notes in Computer Science},
    volume = 5704,
    pages = {863--874},
    address = {Delft, The Netherlands},
    month = AUG,
    keywords = {StarPU},
    doi = {10.1007/978-3-642-03869-3_80},
    url = {http://hal.inria.fr/inria-00384363} 
    }
    


  9. François Trahay and Alexandre Denis. A scalable and generic task scheduling system for communication libraries. In Proceedings of the IEEE International Conference on Cluster Computing, New Orleans, LA, September 2009. IEEE Computer Society Press. [WWW] [doi:10.1109/CLUSTR.2009.5289169] Keyword(s): PIOMan, Madeleine, MadMPI, MPI.
    @InProceedings{TraDen09Cluster,
    author = {Fran\c{c}ois Trahay AND Alexandre Denis},
    title = {A scalable and generic task scheduling system for communication libraries},
    booktitle = {Proceedings of the IEEE International Conference on Cluster Computing},
    OPTpages = {},
    year = 2009,
    address = {New Orleans, LA},
    month = SEP,
    publisher = {IEEE Computer Society Press},
    keywords = {PIOMan, Madeleine, MadMPI, MPI},
    doi = {10.1109/CLUSTR.2009.5289169},
    url = {http://hal.inria.fr/inria-00408521} 
    }
    


  10. François Broquedis, François Diakhaté, Samuel Thibault, Olivier Aumage, Raymond Namyst, and Pierre-André Wacrenier. Scheduling Dynamic OpenMP Applications over Multicore Architectures. In OpenMP in a New Era of Parallelism, 4th International Workshop on OpenMP, IWOMP 2008, volume 5004 of Lecture Notes in Computer Science, West Lafayette, IN, pages 170-180, May 2008. Springer. [WWW] [doi:10.1007/978-3-540-79561-2_15] Keyword(s): Marcel, ForestGOMP, NUMA.
    @InProceedings{BroDiaThiAumNamWac08IWOMP,
    author = {Fran\c{c}ois Broquedis and Fran\c{c}ois Diakhat\'e and Samuel Thibault and Olivier Aumage and Raymond Namyst and Pierre-Andr\'e Wacrenier},
    title = {{Scheduling Dynamic OpenMP Applications over Multicore Architectures}},
    booktitle = {OpenMP in a New Era of Parallelism, 4th International Workshop on OpenMP, IWOMP 2008},
    publisher = {Springer},
    series = {Lecture Notes in Computer Science},
    volume = {5004},
    pages = {170--180},
    year = 2008,
    address = {West Lafayette, IN},
    month = MAY,
    keywords = {Marcel, ForestGOMP, NUMA},
    isbn = {978-3-540-79560-5},
    doi = {10.1007/978-3-540-79561-2_15},
    url = {http://hal.inria.fr/inria-00329934} 
    }
    


  11. Louis-Claude Canon and Emmanuel Jeannot. Scheduling Strategies for the Bicriteria Optimization of the Robustness and Makespan. In 11th International Workshop on Nature Inspired Distributed Computing (NIDISC 2008), Miami, Floride, USA, April 2008.
    @InProceedings{ cj08a,
    author = {Louis-Claude Canon and Emmanuel Jeannot},
    title = {{Scheduling Strategies for the Bicriteria Optimization of the Robustness and Makespan}},
    booktitle = {11th International Workshop on Nature Inspired Distributed Computing (NIDISC 2008)},
    year = 2008,
    address = {Miami, Floride, USA},
    month = apr 
    }
    


  12. Louis-Claude Canon, Emmanuel Jeannot, Rizos Sakellariou, and Wei Zheng. Comparative Evaluation of the Robustness of DAG Scheduling Heuristics. In Sergei Gorlatch, Paraskevi Fragopoulo, and Thierry Priol, editors, Integration Research in Grid Computing, CoreGRID integration workshop, Hersonissos, Crete, Greece, pages 63-74, April 2008. Crete University Press. Keyword(s): WP6.
    @InProceedings{ cjsz08,
    author = {Louis-Claude Canon and Emmanuel Jeannot and Rizos Sakellariou and Wei Zheng},
    title = "{Comparative Evaluation of the Robustness of DAG Scheduling Heuristics}",
    booktitle = {Integration Research in Grid Computing, CoreGRID integration workshop},
    pages = {63--74},
    year = 2008,
    editor = {Sergei Gorlatch and Paraskevi Fragopoulo and Thierry Priol},
    address = {Hersonissos, Crete, Greece},
    month = apr,
    publisher = {Crete University Press},
    keywords = {WP6} 
    }
    


  13. Mathieu Faverge, Xavier Lacoste, and Pierre Ramet. A NUMA Aware Scheduler for a Parallel Sparse Direct Solver. In Proceedings of PMAA'2008, Neuchâtel, Suisse, 2008. [WWW] Keyword(s): NUMA.
    @InProceedings{FavLacRam08PMAA,
    author = "Mathieu Faverge and Xavier Lacoste and Pierre Ramet",
    title = {{A NUMA Aware Scheduler for a Parallel Sparse Direct Solver}},
    booktitle = "Proceedings of {PMAA}'2008, Neuch\^atel, Suisse",
    year = "2008",
    url = {http://hal.inria.fr/inria-00344709},
    keywords = {NUMA},
    abstract = {Over the past few years, parallel sparse direct solvers made significant progress and are now able to solve efficiently industrial three-dimensional problems with several millions of unknowns. An hybrid MPI-thread implementation of our direct solver PaStiX is already well suited for SMP nodes or new multi-core architectures and drastically reduced the memory overhead and improved scalability. In the context of distributed NUMA architectures, a dynamic scheduler based on a work-stealing algorithm has been developed to fill in communication idle times. On these architectures, it is important to take care of NUMA effects and to preserve memory affinity during the work-stealing. The scheduling of communications also needs to be adapted, especially to ensure the overlap by computations. Experiments on numerical test cases will be presented to prove the efficiency of the approach on NUMA architectures. If memory is not large enough to treat a given problem, disks must be used to store data that cannot fit in memory (out-of-core storage). The idle-times due to disk access have to be managed by our dynamic scheduler to prefetch and save datasets. Thus, we design and study specific scheduling algorithms in this particular context.} 
    }
    


  14. Mathieu Faverge and Pierre Ramet. Dynamic Scheduling for sparse direct Solver on NUMA architectures. In Proceedings of PARA'2008, Trondheim, Norway, 2008. [WWW] Keyword(s): NUMA.
    @InProceedings{FavRam08PARA,
    author = {Mathieu Faverge and Pierre Ramet},
    title = {{Dynamic Scheduling for sparse direct Solver on NUMA architectures}},
    booktitle = {Proceedings of PARA'2008, Trondheim, Norway},
    year = {2008},
    url = {http://hal.inria.fr/inria-00344026},
    OPTurl = {http://www.labri.fr/~ramet/restricted/para08.pdf.gz},
    keywords = {NUMA},
    abstract = {Over the past few years, parallel sparse direct solvers made significant progress and are now able to efficiently work on problems with several millions of equations. This paper presents some improvements on our sparse direct solver PaStiX1 for distributed Non-Uniform Memory Access architectures. We show results on two preliminary works: a memory allocation scheme more adapted to these architectures and a better overlap of communication by computation. We also present a dynamic scheduler that takes care of memory affinity and data locality.} 
    }
    


  15. Olivier Aumage, Élisabeth Brunet, Nathalie Furmento, and Raymond Namyst. NewMadeleine: a Fast Communication Scheduling Engine for High Performance Networks. In CAC 2007: Workshop on Communication Architecture for Clusters, held in conjunction with IPDPS 2007, Long Beach, California, USA, March 2007. IEEE Computer Society Press. Note: Also available as LaBRI Report 1421-07 and INRIA RR-6085. [WWW] [doi:10.1109/IPDPS.2007.370476] Keyword(s): MadMPI, Madeleine, MPI.
    @INPROCEEDINGS{AumBruFurNam07CAC,
    AUTHOR = {Olivier Aumage and {\'E}lisabeth Brunet and Nathalie Furmento and Raymond Namyst},
    BOOKTITLE = {CAC 2007: Workshop on Communication Architecture for Clusters, held in conjunction with IPDPS 2007},
    TITLE = {NewMadeleine: a Fast Communication Scheduling Engine for High Performance Networks},
    YEAR = {2007},
    ADDRESS = {Long Beach, California, USA},
    MONTH = MAR,
    NOTE = {Also available as LaBRI Report 1421-07 and INRIA RR-6085},
    organization = {IEEE Computer Society Press},
    doi = {10.1109/IPDPS.2007.370476},
    url = {http://hal.inria.fr/inria-00127356},
    keywords = {MadMPI, Madeleine, MPI} 
    }
    


  16. L.-C. Canon and E. Jeannot. A Comparison of Robustness Metrics for Scheduling DAGs on Heterogeneous Systems. In Sixth International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Networks (HeteroPar'07), in conjounction with The 2007 IEEE International Conference on Cluster Computing (cluster 2007), Austin, Texas, pages 568-567, September 2007.
    @InProceedings{ cj07,
    author = {Canon, L.-C. and Jeannot, E.},
    title = {{A Comparison of Robustness Metrics for Scheduling DAGs on Heterogeneous Systems}},
    booktitle = {{Sixth International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Networks (HeteroPar'07), in conjounction with The 2007 IEEE International Conference on Cluster Computing (cluster 2007)}},
    year = 2007,
    address = {Austin, Texas},
    month = sep,
    pages = {568--567} 
    }
    


  17. Jack J. Dongarra, Emmanuel Jeannot, Erik Saule, and Zhiao Shi. Bi-objective Scheduling Algorithms for Optimizing Makespan and Reliability on Heterogeneous Systems. In 19th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA'07), San Diego, CA, USA, June 2007.
    @InProceedings{ djss07,
    author = {Dongarra, Jack J. and Jeannot, Emmanuel and Saule, Erik and Shi, Zhiao},
    title = "{Bi-objective Scheduling Algorithms for Optimizing Makespan and Reliability on Heterogeneous Systems}",
    booktitle = "{19th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA'07)}",
    year = "{2007}",
    address = {San Diego, CA, USA},
    month = jun 
    }
    


  18. V. Berten, J. Goossens, and E. Jeannot. A Probabilistic Approach for Fault Tolerant Multiprocessor Real-time Scheduling. In 14th Workshop on Parallel and Distributed Real-Time Systems, Island of Rhodes, Greece, April 2006.
    @InProceedings{ bgj06b,
    author = {V. Berten and J. Goossens and E. Jeannot},
    title = {{A Probabilistic Approach for Fault Tolerant Multiprocessor Real-time Scheduling}},
    booktitle = {14th Workshop on Parallel and Distributed Real-Time Systems},
    year = {2006},
    address = {Island of Rhodes, Greece},
    month = apr 
    }
    


  19. Z. Shi, E. Jeannot, and J. J. Dongarra. Robust Task Scheduling in Non-Deterministic Heterogeneous Systems. In Proceedings of IEEE International Conference on Cluster Computing, Barcelona, Spain, October 2006. IEEE.
    @InProceedings{ sjd06,
    title = {{Robust Task Scheduling in Non-Deterministic Heterogeneous Systems}},
    author = {Z. Shi and E. Jeannot and J. J. Dongarra},
    booktitle = {Proceedings of IEEE International Conference on Cluster Computing},
    year = {2006},
    address = {Barcelona, Spain},
    publisher = {IEEE},
    month = oct 
    }
    


  20. E. Jeannot and F. Wagner. Messages Scheduling for Data Redistribution between Heterogeneous Clusters. In IASTED International Conference on Parallel and Distributed Computing and Systems (PDCS 2005), Phoenix, AZ, USA, November 2005.
    @InProceedings{ jw05,
    author = {E. Jeannot and F. Wagner},
    title = "{Messages Scheduling for Data Redistribution between Heterogeneous Clusters}",
    booktitle = {IASTED International Conference on Parallel and Distributed Computing and Systems (PDCS 2005)},
    year = {2005},
    address = {Phoenix, AZ, USA},
    month = nov 
    }
    


  21. Y. Caniou and E. Jeannot. Efficient Scheduling Heuristics for GridRPC Systems. In QOS and Dynamic System workshop of IEEE ICPADS (International Conference on Parallel and Distributed Systems) conference, New-Port Beach, California, pages 621 - 630, July 2004.
    @InProceedings{ cj04b,
    author = {Caniou, Y. and Jeannot, E.},
    title = "{Efficient Scheduling Heuristics for GridRPC Systems}",
    booktitle = {QOS and Dynamic System workshop of IEEE ICPADS (International Conference on Parallel and Distributed Systems) conference},
    year = 2004,
    address = {New-Port Beach, California},
    month = jul,
    pages = {621 -- 630} 
    }
    


  22. Y. Caniou and E. Jeannot. Experimental Study of Multi-Criteria Scheduling Heuristics for GridRPC Systems. In ACM-IFIP Euro-Par, Pisa, Italy, September 2004.
    @InProceedings{ cj04c,
    author = {Caniou, Y. and Jeannot, E.},
    title = "{Experimental Study of Multi-Criteria Scheduling Heuristics for GridRPC Systems}",
    booktitle = {ACM-IFIP Euro-Par},
    year = 2004,
    address = {Pisa, Italy},
    month = sep 
    }
    


  23. E. Jeannot and F. Wagner. Message Scheduling for Data Redistribution through High Performance Network. In École DRUIDE 2004 (DistRibUtIon de Donnée à grande Echelles), Le Croisic, France, May 2004.
    @InProceedings{ jw04c,
    author = {Jeannot, E. and Wagner, F.},
    title = "{Message Scheduling for Data Redistribution through High Performance Network}",
    booktitle = {\'Ecole DRUIDE 2004 (DistRibUtIon de Donn\'ee \`a grande Echelles)},
    year = 2004,
    address = {Le Croisic, France},
    month = may 
    }
    


  24. E. Jeannot and F. Wagner. Two Fast and Efficient Message Scheduling Algorithms for Data Redistribution through a Backbone. In IEEE International Conference on Parallel and Distributed Processing Symposium (IPDPS), Santa-Fe, New-Mexico, USA, April 2004.
    @InProceedings{ jw04b,
    author = {Jeannot, E. and Wagner, F.},
    title = "{Two Fast and Efficient Message Scheduling Algorithms for Data Redistribution through a Backbone}",
    booktitle = {IEEE International Conference on Parallel and Distributed Processing Symposium (IPDPS)},
    year = 2004,
    address = {Santa-Fe, New-Mexico, USA},
    month = apr 
    }
    


  25. E. Jeannot and F Wagner. Two Fast and Efficient Message Scheduling Algorithms for Data Redistribution through a Backbone. In Proceedings of the IEEE 18th International Parallel and Distributed Computing Symposium (IPDPS 2004), Santa-Fe, New-Mexico, USA, April 2004.
    @InProceedings{ jw04,
    author = {Jeannot, E. and Wagner, F},
    title = "{Two Fast and Efficient Message Scheduling Algorithms for Data Redistribution through a Backbone}",
    booktitle = "{Proceedings of the IEEE 18th International Parallel and Distributed Computing Symposium (IPDPS 2004)}",
    year = 2004,
    address = {Santa-Fe, New-Mexico, USA},
    month = apr 
    }
    


  26. Y. Caniou and E. Jeannot. New Scheduling Heuristics in the Client-Agent-Server Model. In IEEE Heterogeneous Computing Workshop (HCW'03), Nice, France, April 2003.
    @InProceedings{ cj03,
    author = {Caniou, Y. and Jeannot, E.},
    title = "{New Scheduling Heuristics in the Client-Agent-Server Model}",
    booktitle = {IEEE Heterogeneous Computing Workshop (HCW'03)},
    year = 2003,
    address = {Nice, France},
    month = apr 
    }
    


  27. Johanne Cohen, Emmanuel Jeannot, and Nicolas Padoy. Messages Scheduling for Data Redistribution between Clusters. In Algorithms, models and tools for parallel computing on heterogeneous networks (HeteroPar'03) workshop of SIAM PPAM 2003, LNCS 3019, Czestochowa, Poland, pages 896-906, September 2003.
    @InProceedings{ cjp03b,
    author = {Cohen, Johanne and Jeannot, Emmanuel and Padoy, Nicolas},
    title = "{Messages Scheduling for Data Redistribution between Clusters}",
    booktitle = {Algorithms, models and tools for parallel computing on heterogeneous networks (HeteroPar'03) workshop of SIAM PPAM 2003, LNCS 3019},
    pages = {896--906},
    year = 2003,
    address = {Czestochowa, Poland},
    month = sep 
    }
    


  28. Vincent Danjean and Raymond Namyst. Controling Kernel Scheduling from User Space: an Approach to Enhancing Applications' Reactivity to I/O Events. In Proceedings of the 2003 International Conference on High Performance Computing (HiPC '03), Hyderabad, India, December 2003. [WWW] Keyword(s): Marcel.
    @InProceedings{ DanNam03HIPC,
    AUTHOR = {Vincent Danjean and Raymond Namyst},
    TITLE = {{C}ontroling {K}ernel {S}cheduling from {U}ser {S}pace: an {A}pproach to {E}nhancing {A}pplications' {R}eactivity to {I}/{O} {E}vents},
    BOOKTITLE = {Proceedings of the 2003 International Conference on High Performance Computing (HiPC~'03)},
    YEAR = 2003,
    ADDRESS = {Hyderabad, India},
    MONTH = DEC,
    KEYWORDS = {Marcel},
    url = {http://www.springerlink.com/link.asp?id=r99f1x65v4gw07pp} 
    }
    


  29. Anthony Mayer, Steve McGough, Nathalie Furmento, William Lee, Steven Newhouse, and John Darlington. ICENI Dataflow and Workflow: Composition and Scheduling in Space and Time. In UK e-Science All Hands Meeting, Nottingham, UK, pages 627-634, September 2003. Note: ISBN 1-904425-11-9. [WWW] Keyword(s): ICENI, Components, Scheduling, Workflow.
    @InProceedings{MMFLND03a,
    title = {{ICENI Dataflow and Workflow: Composition and Scheduling in Space and Time}},
    author = {Anthony Mayer and Steve McGough and Nathalie Furmento and William Lee and Steven Newhouse and John Darlington},
    booktitle = {UK e-Science All Hands Meeting},
    note = {ISBN 1-904425-11-9},
    month = sep,
    year = 2003,
    address = {Nottingham, UK},
    pages = {627-634},
    url = {http://www.labri.fr/perso/furmento/papers/imperial/dataflowWorkflow.pdf},
    slides = {},
    abstract = {With the prevalence of component based and service oriented architectures used to support e-Science activities, we examine different views of application composition supported within these systems, which tend to be spatial composition in the former case, and temporal composition (workflow) in the latter. We consider the advantages of each view; spatial composition enables, dynamic programming, while temporal composition provides information useful for performance analysis. ICENI uses a spatial composition view to allow maximum flexibility, but provides an inferred temporal composition to support scheduling optimisation. We describe the graph based language used to annotate component behaviours, and discuss optimisations derived from estimating execution time - with or without loops - and resource sharing. Two examples drawn from e-Science pilot pro jects are used to illustrate these techniques.},
    projects = {ICENI},
    keywords = {ICENI,Components,Scheduling,Workflow},
    
    }
    


  30. B. Cirou and E. Jeannot. Triplet: a Clustering Scheduling Algorithm for Heterogeneous Systems. In IEEE ICPP International Workshop on Metacomputing Systems and Applications (MSA'2001), Valencia, Spain, September 2001.
    @InProceedings{ cj01a,
    author = {B.~Cirou and E.~Jeannot},
    title = "{Triplet: a Clustering Scheduling Algorithm for Heterogeneous Systems}",
    booktitle = {IEEE ICPP International Workshop on Metacomputing Systems and Applications (MSA'2001)},
    year = 2001,
    address = "{Valencia, Spain}",
    month = sep 
    }
    


  31. M. Cosnard, E. Jeannot, and T. Yang. SLC: Symbolic Scheduling for Executing Parameterized Task Graphs on Multiprocessors. In International Conference on Parallel Processing (ICPP'99), Aizu Wakamatsu, Japan, September 1999.
    @InProceedings{ cjy99,
    author = "M.~Cosnard and E.~Jeannot and T.~Yang",
    title = "{SLC: Symbolic Scheduling for Executing Parameterized Task Graphs on Multiprocessors}",
    booktitle = {International Conference on Parallel Processing (ICPP'99)},
    month = sep,
    address = "{Aizu Wakamatsu, Japan}",
    year = 1999 
    }
    


  32. Yves Denneulin, Jean-François Méhaut, and Raymond Namyst. Customizable thread scheduling directed by priorities. In G. Gao and D. Tullsen, editors, Proc. Workshop on Multithreaded Exection and Compilation (MTEAC 99), Orlando, FL, January 1999. Held in conjunction with 5th Intl Symp. On High Performance Computer Architecture (HPCA-5), IEEE. Note: Electronic version available as LIP Research Report RR1999-11 \citeDenMehNam99RR1999-11.
    @InProceedings{ DenMehNam99MTEAC,
    AUTHOR = {Yves Denneulin and Jean-Fran{ç}ois Méhaut and Raymond Namyst},
    TITLE = {Customizable thread scheduling directed by priorities},
    EDITOR = {G. Gao and D. Tullsen},
    BOOKTITLE = {Proc. Workshop on Multithreaded Exection and Compilation (MTEAC~99)},
    YEAR = 1999,
    ADDRESS = {Orlando, FL},
    MONTH = JAN,
    ORGANIZATION = {Held in conjunction with 5th Intl Symp. On High Performance Computer Architecture (HPCA-5), IEEE},
    NOTE = {Electronic version available as LIP Research Report RR1999-11~\cite{DenMehNam99RR1999-11}} 
    }
    


  33. M. Cosnard, E. Jeannot, and L. Rougeot. Low Memory Cost Dynamic Scheduling of Large Coarse Grain Task Graphs. In IEEE International Parallel Processing Symposium (IPPS'98), Orlando, Florida, April 1998. IEEE.
    @InProceedings{ cjr98,
    author = "M.~Cosnard and E.~Jeannot and L.~Rougeot",
    title = "{Low Memory Cost Dynamic Scheduling of Large Coarse Grain Task Graphs}",
    booktitle = "{IEEE International Parallel Processing Symposium (IPPS'98)}",
    year = 1998,
    organization = "IEEE",
    address = "{Orlando, Florida}",
    month = apr 
    }
    


  34. M. Cosnard, E. Jeannot, and T. Yang. Symbolic Partitionning and Scheduling of Parameterized Task Graphs. In IEEE International Conference on Parallel and Distributed Systems (ICPADS'98), Tainan, Taiwan, December 1998.
    @InProceedings{ cjy98,
    author = "M.~Cosnard and E.~Jeannot and T.~Yang",
    title = "{Symbolic Partitionning and Scheduling of Parameterized Task Graphs}",
    booktitle = "{IEEE International Conference on Parallel and Distributed Systems (ICPADS'98)}",
    year = 1998,
    address = "{Tainan, Taiwan}",
    month = dec 
    }
    


  35. M. Cosnard and E. Jeannot. On the Efficiency of Dynamic Scheduling for Automatic Parallelization. In Workshop: Scheduling in Computer and Manufacturing Systems, Dagstuhl, Germany, June 1997.
    @InProceedings{ cj97c,
    author = "M.~Cosnard and E.~Jeannot",
    title = "{On the Efficiency of Dynamic Scheduling for Automatic Parallelization}",
    year = 1997,
    booktitle = "{Workshop: Scheduling in Computer and Manufacturing Systems}",
    address = {Dagstuhl, Germany},
    month = jun 
    }
    


  36. M. Cosnard and E. Jeannot. Building and Scheduling Coarse Grain Task Graphs. In Workshop on Scheduling in Parallel and Distributed Systems (WSPDS'96), CIRM, Marseille, France, June 1996.
    @InProceedings{ cj96a,
    author = "M.~Cosnard and E.~Jeannot",
    title = "{Building and Scheduling Coarse Grain Task Graphs}",
    booktitle = {Workshop on Scheduling in Parallel and Dis\-tri\-bu\-ted Sys\-tems (WSPDS'96)},
    year = 1996,
    address = {CIRM, Marseille, France},
    month = jun 
    }
    


Internal reports

  1. Ludovic Courtès. C Language Extensions for Hybrid CPU/GPU Programming with StarPU. Research Report RR-8278, INRIA, April 2013. [WWW] [PDF] Keyword(s): parallel programming, GPU, scheduling, programming language support, StarPU.
    @techreport{LC13Report,
    hal_id = {hal-00807033},
    url = {http://hal.inria.fr/hal-00807033},
    title = {{C Language Extensions for Hybrid CPU/GPU Programming with StarPU}},
    author = {Court{\`e}s, Ludovic},
    keywords = {parallel programming, GPU, scheduling, programming language support, StarPU},
    pages = {25},
    type = {Research Report},
    institution = {INRIA},
    number = {RR-8278},
    year = {2013},
    month = Apr,
    pdf = {http://hal.inria.fr/hal-00807033/PDF/RR-8278.pdf},
    
    }
    


  2. Cédric Augonnet, Samuel Thibault, and Raymond Namyst. StarPU: a Runtime System for Scheduling Tasks over Accelerator-Based Multicore Machines. Technical Report 7240, INRIA, March 2010. [WWW] Keyword(s): StarPU.
    @TechReport{AugThiNamWac10RR7240,
    author = {C{\'e}dric Augonnet and Samuel Thibault and Raymond Namyst},
    title = {{StarPU: a Runtime System for Scheduling Tasks over Accelerator-Based Multicore Machines}},
    institution = {INRIA},
    year = 2010,
    type = {Technical Report},
    number = 7240,
    month = MAR,
    url = {http://hal.inria.fr/inria-00467677},
    keywords = {StarPU} 
    }
    


  3. Louis-Claude Canon, Emmanuel Jeannot, Rizos Sakellariou, and Wei Zheng. Comparative Evaluation of the Robustness of DAG Scheduling Heuristics. Technical report TR-0120, CoreGRID Institute on Resource Management and Scheduling, December 2007.
    @TechReport{ cjsz07,
    author = {Louis-Claude Canon and Emmanuel Jeannot and Rizos Sakellariou and Wei Zheng},
    title = "{Comparative Evaluation of the Robustness of DAG Scheduling Heuristics}",
    institution = {CoreGRID Institute on Resource Management and Scheduling},
    month = dec,
    year = {2007},
    number = {TR-0120} 
    }
    


  4. E. Jeannot and F. Wagner. Message Scheduling for Data Redistribution through High Performance Networks. Research Report 5077, INRIA, LORIA, January 2004.
    @TechReport{ jw04a,
    author = {Jeannot, E. and Wagner, F.},
    address = {LORIA},
    institution = {INRIA},
    month = jan,
    number = {5077},
    title = "{Message Scheduling for Data Redistribution through High Performance Networks}",
    type = {Research Report},
    year = {2004} 
    }
    


  5. B. Cirou and E. Jeannot. Tripet: a Clustering Scheduling Algorithm for Heterogeneous Systems. Technical report RT-0248, INRIA, France, 2001.
    @TechReport{ cj01_rr,
    author = {B.~Cirou and E.~Jeannot},
    title = "{Tripet: a Clustering Scheduling Algorithm for Heterogeneous Systems}",
    institution = {INRIA, France},
    year = 2001,
    number = {RT-0248} 
    }
    


  6. Yves Denneulin, Jean-François Méhaut, and Raymond Namyst. Customizable thread scheduling directed by priorities. Research Report RR1999-11, LIP, ENS Lyon, France, February 1999. Note: Published as \citeDenMehNam99MTEAC. [WWW]
    @TechReport{ DenMehNam99RR1999-11,
    AUTHOR = {Yves Denneulin and Jean-Fran{ç}ois M{é}haut and Raymond Namyst},
    TITLE = {Customizable thread scheduling directed by priorities},
    INSTITUTION = {LIP},
    YEAR = 1999,
    TYPE = {Research Report},
    NUMBER = {RR1999-11},
    ADDRESS = {ENS Lyon, France},
    MONTH = FEB,
    NOTE = {Published as~\cite{DenMehNam99MTEAC}},
    URL = {ftp://ftp.ens-lyon.fr/pub/LIP/Rapports/RR/RR1999/RR1999-11.ps.Z} 
    }
    


  7. M. Cosnard, E. Jeannot, and L. Rougeot. Low Memory Cost Dynamic Scheduling of Large Coarse Grain Task Graphs. Research Report RR98-14, Laboratoire de l'Informatique du Parallélisme, Ecole Normale Supérieure de Lyon, France, March 1998.
    @TechReport{ cjr98_rr,
    author = "M.~Cosnard and E.~Jeannot and L.~Rougeot",
    title = "{Low Memory Cost Dynamic Scheduling of Large Coarse Grain Task Graphs}",
    institution = lip,
    year = 1998,
    type = {Research Report},
    number = "{RR98-14}",
    address = enslf,
    month = mar 
    }
    


  8. M. Cosnard, E. Jeannot, and T. Yang. Symbolic Partitionning and Scheduling of Parameterized Task Graphs. Research Report RR1998-41, Laboratoire de l'Informatique du Parallélisme, Ecole Normale Supérieure de Lyon, France, September 1998. Note: (rl www.ens-lyon.fr/LIP/publis.us.html).
    @TechReport{ cjy98_rr,
    author = "M.~Cosnard and E.~Jeannot and T.~Yang",
    title = "{Symbolic Partitionning and Scheduling of Parameterized Task Graphs}",
    institution = lip,
    year = 1998,
    type = {Research Report},
    number = "{RR1998-41}",
    address = enslf,
    month = sep,
    note = "(\url{ www.ens-lyon.fr/LIP/publis.us.html})" 
    }
    


  9. M. Cosnard and E. Jeannot. Building and Scheduling Coarse Grain Task Graphs. Research Report RR97-03, Laboratoire de l'Informatique du Parallélisme, Ecole Normale Supérieure de Lyon, France, Ecole Normale Supérieure de Lyon, France, February 1997.
    @TechReport{ cj97b,
    author = "M.~Cosnard and E.~Jeannot",
    title = "{Building and Scheduling Coarse Grain Task Graphs}",
    institution = lip-enslf,
    year = 1997,
    number = "{RR97-03}",
    type = {Research Report},
    address = enslf,
    month = feb 
    }
    


Miscellaneous

  1. Olivier Beaumont, Lionel Eyraud-Dubois, and Suraj Kumar. Approximation Proofs of a Fast and Efficient List Scheduling Algorithm for Task-Based Runtime Systems on Multicores and GPUs. Note: Working paper or preprint, October 2016. [WWW] [PDF] Keyword(s): STARPU, List scheduling, Approximation proofs, Runtime systems, Heterogeneous scheduling, Dense linear algebra.
    @unpublished{beaumont:hal-01386174,
    TITLE = {{Approximation Proofs of a Fast and Efficient List Scheduling Algorithm for Task-Based Runtime Systems on Multicores and GPUs}},
    AUTHOR = {Beaumont, Olivier and Eyraud-Dubois, Lionel and Kumar, Suraj},
    URL = {https://hal.inria.fr/hal-01386174},
    NOTE = {working paper or preprint},
    YEAR = {2016},
    MONTH = Oct,
    KEYWORDS = {STARPU ; List scheduling ; Approximation proofs ; Runtime systems ; Heterogeneous scheduling ; Dense linear algebra},
    PDF = {https://hal.inria.fr/hal-01386174/file/heteroPrioApproxProofsRR.pdf},
    HAL_ID = {hal-01386174},
    HAL_VERSION = {v1},
    
    }
    


  2. Steven Newhouse and Nathalie Furmento. Web Services DRMAA, February 2002. Note: Global Grid Forum, Jini WG. Keyword(s): Web Services, Scheduling.
    @Presentation{NeFu02a,
    author = {Steven Newhouse and Nathalie Furmento},
    title = {{Web Services DRMAA}},
    note = {Global Grid Forum, Jini WG},
    month = feb,
    year = {2002},
    slides = {http://www.labri.fr/perso/furmento/papers/imperial/DrmaaGGFWG-Feb02.pdf},
    abstract = {},
    keywords = {Web Services,Scheduling} 
    }
    



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